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Contributors"},"license":"MIT","homepage":"https://www.agentskit.io/docs/reference/packages/core","keywords":["agentskit","ai","agents","llm","chat","typescript","orchestration","streaming","tools","openai","anthropic","claude","gemini","chatgpt","ai-agents","autonomous-agents","zero-dependencies","edge-runtime"],"repository":{"type":"git","url":"git+https://github.com/AgentsKit-io/agentskit.git","directory":"packages/core"},"description":"Portable AgentsKit runtime for chat orchestration, tools, memory, and retrieval.","maintainers":[{"name":"emersonbraun","email":"emersonfbraun@gmail.com"}],"readme":"# @agentskit/core\n\nProfile: <code>major-package</code>\n\n<p align=\"center\"><img alt=\"AgentsKit\" src=\"https://raw.githubusercontent.com/AgentsKit-io/agentskit/main/apps/docs-next/public/brand/logo-wordmark.svg\" width=\"180\" /></p>\n\nThe zero-dependency foundation that every AgentsKit package builds on — under the 10 KB gzip budget, edge-ready, works everywhere JavaScript runs.\n\n[![npm version](https://img.shields.io/npm/v/@agentskit/core?color=blue)](https://www.npmjs.com/package/@agentskit/core)\n[![npm downloads](https://img.shields.io/npm/dm/@agentskit/core)](https://www.npmjs.com/package/@agentskit/core)\n[![bundle size](https://img.shields.io/bundlejs/size/@agentskit/core?label=bundle)](https://bundlejs.com/?q=@agentskit/core)\n[![license](https://img.shields.io/badge/license-MIT-blue.svg)](../../LICENSE)\n[![stability](https://img.shields.io/badge/stability-stable-brightgreen)](../../docs/STABILITY.md)\n[![GitHub stars](https://img.shields.io/github/stars/AgentsKit-io/agentskit?style=social)](https://github.com/AgentsKit-io/agentskit)\n\n**Tags:** `ai` · `agents` · `llm` · `agentskit` · `typescript` · `orchestration` · `streaming` · `chat`\n\n## Verified proof\n\n- Package metadata and tests live under `packages/core/`.\n- Package guide: https://www.agentskit.io/docs/reference/packages/core\n- Stability map: [docs/STABILITY.md](../../docs/STABILITY.md)\n\n## How this fits the ecosystem\n\n@agentskit/core is the contract layer: the tiny, stable foundation that makes adapters, tools, skills, memory, retrievers, and runtimes interchangeable.\n\n- **AgentsKit**: compose it with the other packages in this repo to build agents from small, swappable parts.\n- **Registry**: look for ready agents and templates that already use this layer at [registry.agentskit.io](https://registry.agentskit.io).\n- **Playbook**: learn the production patterns behind this layer at [playbook.agentskit.io](https://playbook.agentskit.io).\n- **AKOS**: run the same concepts with enterprise deployment, governance, and observability at [akos.agentskit.io](https://akos.agentskit.io).\n\nDocs: [package guide](https://www.agentskit.io/docs/reference/packages/core) · [agent handoff](https://github.com/AgentsKit-io/agentskit/blob/main/llms.txt)\n\n## Why core\n\n- **Zero external dependencies** — no npm bloat, no audit surprises; installs in milliseconds and works in Node, Deno, edge runtimes, and the browser\n- **Stable contracts that unlock the whole ecosystem** — six ADR-pinned interfaces (`Adapter`, `Tool`, `Skill`, `Memory`, `Retriever`, `Runtime`) make every package interchangeable\n- **Chat state machine included** — `createChatController` handles streaming, abort, and message history so you never implement that loop yourself\n- **Under 10 KB gzipped, always** — budget enforced in CI; the foundation you can commit to for the long term\n\n## Install\n\n<!-- readme-command:install -->\n```bash\nnpm install @agentskit/core\n```\n\n## Quick example\n\n<!-- readme-example:quickstart -->\n```ts\nimport { createChatController, createInMemoryMemory } from '@agentskit/core'\nimport { anthropic } from '@agentskit/adapters'\n\nconst controller = createChatController({\n  adapter: anthropic({ apiKey: process.env.ANTHROPIC_API_KEY, model: 'claude-sonnet-4-6' }),\n  memory: createInMemoryMemory(),\n})\n\nawait controller.send('Hello!')\nconsole.log(controller.getState().messages)\n```\n\n## Features\n\n- `createChatController` — streaming-capable chat state machine with abort support; memory is saved after successful turns, never after failed or aborted turns. Background memory and skill activation failures are surfaced through `onError`.\n- `createInMemoryMemory` — zero-config in-process memory for prototyping\n- `createLocalStorageMemory` — browser/demo persistence; malformed stored data raises `MemoryError` instead of silently becoming an empty history\n- `createStaticRetriever` — deterministic token-overlap retrieval for demos and fallbacks; use `@agentskit/rag` for semantic production retrieval\n- `parseToolArgs` — typed JSON argument parsing for adapters that need fail-closed validation; `safeParseArgs` remains the compatibility helper\n- TypeScript types for every contract: `ToolDefinition`, `SkillDefinition`, `AgentEvent`, `Adapter`, `ChatMemory`, `Retriever`, `ChatController`\n- Event emitter for `AgentEvent` streams — observability hooks attach here\n- `AgentEvent.correlation` is an optional, provider-neutral identity envelope: `operationId` is stable across boundaries while `runId`, `sessionId`, `turnId`, `actionId`, and `traceId` retain local meaning\n- Dual CJS/ESM output, strict TypeScript, no `any`\n\n## Error handling\n\nAgentsKit ships a **didactic error system** inspired by the Rust compiler. Every error includes a `code`, a `hint` for the fix, and a `docsUrl` — no more vague `\"Something went wrong\"` messages.\n\n```ts\nimport {\n  AgentsKitError,\n  AdapterError,\n  ToolError,\n  MemoryError,\n  ConfigError,\n  ErrorCodes,\n} from '@agentskit/core'\n\ntry {\n  await runtime.run(task)\n} catch (err) {\n  if (err instanceof ToolError) {\n    // err.code     → 'AK_TOOL_EXEC_FAILED'\n    // err.hint     → actionable suggestion\n    // err.docsUrl  → https://www.agentskit.io/docs/agents/tools\n    console.error(err.toString())\n    // error[AK_TOOL_EXEC_FAILED]: ...\n    //   --> Hint: ...\n    //   --> Docs: https://www.agentskit.io/docs/agents/tools\n  }\n}\n```\n\nAvailable error codes (via `ErrorCodes`):\n\n| Code | Thrown by |\n|------|-----------|\n| `AK_ADAPTER_MISSING` | adapter not provided to the controller |\n| `AK_ADAPTER_STREAM_FAILED` | streaming call to the provider fails |\n| `AK_TOOL_NOT_FOUND` | requested tool name is not registered |\n| `AK_TOOL_EXEC_FAILED` | `execute()` throws |\n| `AK_TOOL_PEER_MISSING` | optional tool peer dependency is not installed |\n| `AK_TOOL_INVALID_INPUT` | tool arguments or proposal are invalid |\n| `AK_TOOL_QUOTA_EXCEEDED` | tool execution exceeds its configured quota |\n| `AK_TOOL_FORBIDDEN` | tool execution is denied by policy |\n| `AK_MEMORY_LOAD_FAILED` | memory.load() fails |\n| `AK_MEMORY_SAVE_FAILED` | memory.save() fails |\n| `AK_MEMORY_CLEAR_FAILED` | memory.clear() fails |\n| `AK_MEMORY_DESERIALIZE_FAILED` | persisted state is corrupt |\n| `AK_MEMORY_PEER_MISSING` | optional memory backend is not installed |\n| `AK_MEMORY_REMOTE_HTTP` | remote memory request fails |\n| `AK_CONFIG_INVALID` | required config is missing or wrong type |\n| `AK_RUNTIME_INVALID_INPUT` | runtime input is invalid |\n| `AK_RUNTIME_STEP_FAILED` | a runtime step fails |\n| `AK_RUNTIME_DELEGATE_FAILED` | delegated agent execution fails |\n| `AK_SANDBOX_DENIED` | sandbox policy denies execution |\n| `AK_SANDBOX_INVALID_TOOL` | tool is not valid for the sandbox |\n| `AK_SANDBOX_PEER_MISSING` | optional sandbox backend is not installed |\n| `AK_SANDBOX_BACKEND_FAILED` | sandbox backend fails |\n| `AK_SKILL_INVALID` | skill definition is invalid |\n| `AK_SKILL_DUPLICATE` | skill identity is duplicated |\n\n## Type-safe tools with `defineTool`\n\n`defineTool` infers the TypeScript type of `execute`'s `args` parameter from the JSON Schema — no manual casting.\n\n```ts\nimport { defineTool } from '@agentskit/core'\n\nconst greet = defineTool({\n  name: 'greet',\n  schema: {\n    type: 'object',\n    properties: { name: { type: 'string' } },\n    required: ['name'],\n  } as const,   // as const is required for inference\n  execute(args) {\n    // args.name → string  (inferred, not cast)\n    return `Hello, ${args.name}!`\n  },\n})\n```\n\nUse `InferSchemaType<typeof schema>` to reference the inferred type elsewhere in your codebase.\n\n## Subpath exports (tree-shaken, zero main-bundle weight)\n\n| Subpath | Purpose |\n|---------|---------|\n| `@agentskit/core/agent-schema` | Declarative YAML/JSON agent definitions + validator |\n| `@agentskit/core/prompt-experiments` | A/B prompts with PostHog / GrowthBook / custom flag providers |\n| `@agentskit/core/auto-summarize` | `ChatMemory` wrapper that folds old turns into a summary |\n| `@agentskit/core/hitl` | Approval gates + `ApprovalStore` |\n| `@agentskit/core/security` | PII redactor + injection detector + rate limiter |\n| `@agentskit/core/fuzzy-match` | Deterministic Jaro-Winkler matching for KYC, sanctions, deduplication, and entity resolution |\n| `@agentskit/core/finding` | Canonical `Finding` / `Severity` shape for review and compliance results |\n| `@agentskit/core/compose-tool` | Chain N tools into one macro tool |\n| `@agentskit/core/self-debug` | Retry failing tools with LLM-corrected arguments |\n| `@agentskit/core/generative-ui` | Typed UI element tree + code / markdown / html / chart artifacts |\n| `@agentskit/core/a2a` | Agent-to-Agent protocol spec (JSON-RPC over any transport) |\n| `@agentskit/core/manifest` | Skill + tool manifest format (MCP-compatible) |\n| `@agentskit/core/eval-format` | Portable eval dataset + run-result JSON |\n| `@agentskit/core/memory-validation` | Bounded validation for untrusted serialized memory records |\n| `@agentskit/core/tool-proposal` | Public helper for routing a validated proposal through controller authorization |\n\nSee the [core guide for agents](https://www.agentskit.io/docs/for-agents/core) for the full contract.\n\n## Ecosystem\n\n| Package | Role |\n|---------|------|\n| [@agentskit/adapters](https://www.npmjs.com/package/@agentskit/adapters) | LLM chat + embedding providers, router, ensemble, fallback |\n| [@agentskit/runtime](https://www.npmjs.com/package/@agentskit/runtime) | `createRuntime`, `speculate`, topologies, durable execution, background agents |\n| [@agentskit/react](https://www.npmjs.com/package/@agentskit/react) | `useChat`, headless chat components |\n| [@agentskit/vue](https://www.npmjs.com/package/@agentskit/vue) · [svelte](https://www.npmjs.com/package/@agentskit/svelte) · [solid](https://www.npmjs.com/package/@agentskit/solid) · [react-native](https://www.npmjs.com/package/@agentskit/react-native) · [angular](https://www.npmjs.com/package/@agentskit/angular) | Same `ChatReturn` contract, one package per framework |\n| [@agentskit/tools](https://www.npmjs.com/package/@agentskit/tools) | Built-in tools, 20+ integrations, MCP bridge |\n| [@agentskit/memory](https://www.npmjs.com/package/@agentskit/memory) | Chat + vector + hierarchical + encrypted + graph stores |\n| [@agentskit/rag](https://www.npmjs.com/package/@agentskit/rag) | Plug-and-play RAG + reranker + loaders |\n| [@agentskit/skills](https://www.npmjs.com/package/@agentskit/skills) | Ready-made personas + marketplace |\n| [@agentskit/observability](https://www.npmjs.com/package/@agentskit/observability) | Traces, audit log, cost guard, devtools |\n| [@agentskit/sandbox](https://www.npmjs.com/package/@agentskit/sandbox) | Secure code execution + mandatory sandbox policy |\n| [@agentskit/eval](https://www.npmjs.com/package/@agentskit/eval) | Eval suites, deterministic replay, snapshots, CI reporter |\n| [@agentskit/cli](https://www.npmjs.com/package/@agentskit/cli) | `agentskit init / chat / run / ai / dev / doctor` |\n\n## Contributors\n\n<a href=\"https://github.com/AgentsKit-io/agentskit/graphs/contributors\">\n  <img src=\"https://contrib.rocks/image?repo=AgentsKit-io/agentskit\" alt=\"AgentsKit contributors\" />\n</a>\n\n## License\n\nMIT — see [LICENSE](../../LICENSE).\n\n## Docs\n\n[Full documentation](https://www.agentskit.io) · [GitHub](https://github.com/AgentsKit-io/agentskit)\n\n## Maturity and compatibility\n\n- Stability: **stable** — see [docs/STABILITY.md](../../docs/STABILITY.md)\n- **Node.js 20+** and **TypeScript** strict mode\n- Published as `@agentskit/core`\n\n## Contributing\n\nSee [CONTRIBUTING.md](../../CONTRIBUTING.md) and the monorepo [LICENSE](../../LICENSE).\n","readmeFilename":"README.md"}